Sergii G. Stirenko

66 papers A 1B 1C 1Misc 1Journal 34Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Effect of natural and synthetic noise data augmentation on physical action classification by brain-computer interface and deep learning. Frontiers Neuroinformatics Yuri G. Gordienko, Nikita Gordienko, Vladyslav Taran, Anis Rojbi, Sergii Telenyk, Sergii G. Stirenko
2025	J	`jnl`	Enhancing Deep Learning Sustainability by Synchronized Multi Augmentation with Rotations and Multi-Backbone Architectures. Big Data Cogn. Comput. Nikita Gordienko, Yuri G. Gordienko, Sergii G. Stirenko
2025	J	`jnl`	Impact of Scaling Classic Component on Performance of Hybrid Multi-Backbone Quantum-Classic Neural Networks for Medical Applications. Comput. Arsenii Khmelnytskyi, Yuri G. Gordienko, Sergii G. Stirenko
2025	J	`jnl`	Leveraging knowledge for explainable AI in personalized cancer treatment: challenges and future directions. Frontiers Digit. Health Emilia Daghir-Wojtkowiak, Javier Antonio Alfaro, Michele Mastromattei, Aleksander Palkowski, Mark Stares, Ana Roca-Umbert, Andraz Krajnc, Riccardo Leoni, Anne Boland, Aria Nourbaksh, Ashwin Adrian Kallor, Camille Ducki, Davide Venditti, Carla Montesano, Chiara Cipriani, Daniel Faria, Delphine Pflieger, Elisa Zago, Etienne Bardet, Filipa Serrano, Florian Jeanneret, Damien Alouges, Liangwei Yin, Elodine Coquelet, Apolline Bacquet, Francesco Bonchi, Francesco Maiorino, Francesco Torino, Georges Bedran, Jean-Alexandre Long, Laura Balbi, Laurent Guyon, Liana Bevilacqua, Manuel Fiorelli, Marie-Catherine Wagner, Mario Reyes, Mario Roselli, Marta Contreiras Silva, Michal Waleron, Nikolas Dovrolis, Odile Filhol-Cochet, In Hwa Um, Georg Wölflein, Patrícia Eugénio, Pauline Bazelle, Pavlos Golnas, Peter Thorpe, Pierluigi Bove, Piyush Borole, Roberta Bernardini, Rohit Kumar, Rosella Cicconi, Saskia Kaltenbrunner, Saverio Gravina, Simona Brezar, Stefan Symeonides, Steven McGinn, Susana Nunes, Ted Hupp, Yuri G. Gordienko, Dimitrios Varvaras, Sergii G. Stirenko, Luciano Xumerle, Stefania Mariani, Assilah Bouzit, Stéphane Gazut, Heiko Poth, Kyriakos Souliotis, Hector Katifelis, Elena Verzoni, Giuseppe Procopio, Sarah Schoch, Francisco Lupiáñez-Villanueva, Sandra Türk, Katarzyna Barud, Dimitri Koroliouk, Juan Caubet, Yamir Moreno, Jean-Luc Descotes, Christina Golna, Valentina Guadalupi, Paolo Garagnani, Maria Gazouli, Jean-François Deleuze, Frans Folkvord, Nikolaus Forgó, David J. Harrison, Håkan Axelson, Armando Stellato, Maurizio Mattei, Ajitha Rajan, Alexander Laird, Christophe Battail, Catia Pesquita, Fabio Massimo Zanzotto
2024	—	`conf`	Application of Neural Graphics Primitives Models for 3D Representation of Devastation Caused by Russian Aggression in Ukraine. ICCS (2) Illia Oholtsov, Yuri G. Gordienko, Mariia Ladonia, Sergii Telenyk, Grzegorz Nowakowski, Sergii G. Stirenko
2024	J	`jnl`	Multimodal Quanvolutional and Convolutional Neural Networks for Multi-Class Image Classification. Big Data Cogn. Comput. Yuri G. Gordienko, Yevhenii Trochun, Sergii G. Stirenko
2023	—	`conf`	Edge Intelligence Resource Consumption by UAV-based IR Object Detection. UAVM Andrii Polukhin, Yuri G. Gordienko, Mairo Leier, Gert Jervan, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2023	—	`conf`	Expansion Rate Parametrization and K-Fold Based Inference with U-Net Neural Networks for Multiclass Medical Image Segmentation. ICAISC (1) Roman Statkevych, Yuri G. Gordienko, Sergii G. Stirenko
2023	B	`conf`	Impact of Mixed Multimodalities and Size Dependence on Performance of Object Detection on Multimodal Satellite Imagery IEEE Big Data Nikita Gordienko, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Andrii Polukhin, Sergii G. Stirenko
2023	J	`jnl`	Mixup Feature: A Pretext Task Self-Supervised Learning Method for Enhanced Visual Feature Learning. IEEE Access Jiashu Xu, Sergii G. Stirenko
2023	Misc	`conf`	Object Detection for Rescue Operations by High-Altitude Infrared Thermal Imaging Collected by Unmanned Aerial Vehicles. IbPRIA Andrii Polukhin, Yuri G. Gordienko, Gert Jervan, Sergii G. Stirenko
2022	—	`conf`	Context-Aware Data Augmentation for Efficient Object Detection by UAV Surveillance. ISDFS Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2022	—	`conf`	Hierarchy of Hybrid Deep Neural Networks for Physical Action Classification by Brain-Computer Interface. MoMLeT+DS Kostiantyn Kostiukevych, Yuri G. Gordienko, Nikita Gordienko, Oleksandr Rokovyi, Sergii G. Stirenko
2022	—	`conf`	Hybrid Convolutional, Recurrent and Attention-Based Architectures of Deep Neural Networks for Classification of Human-Computer Interaction by Electroencephalography. HCI (44) Nikita Gordienko, Oleksandr Rokovyi, Yuri G. Gordienko, Sergii G. Stirenko
2022	—	`conf`	Link Prediction Method in Graph Objects by Auto Encoding in Graph Neural Networks. MoMLeT+DS Vladyslav Shlianin, Yuri G. Gordienko, Sergii G. Stirenko
2022	J	`jnl`	Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification. CoRR Jiashu Xu, Sergii G. Stirenko
2021	J	`jnl`	Chapter Nine - "Last mile" optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures. Adv. Comput. Yuri G. Gordienko, Yuriy Kochura, Vlad Taran, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2021	—	`conf`	Convolutional and Recurrent Neural Networks for Physical Action Forecasting by Brain-Computer Interface. IDAACS Kostiantyn Kostiukevych, Sergii G. Stirenko, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Yuri G. Gordienko
2021	—	`conf`	Deep Learning with Noise Data Augmentation and Detrended Fluctuation Analysis for Physical Action Classification by Brain-Computer Interface. ISCMI Yuri G. Gordienko, Kostiantyn Kostiukevych, Nikita Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2021	—	`conf`	Human Kidney Tissue Image Segmentation by U-Net Models. EUROCON Roman Statkevych, Sergii G. Stirenko, Yuri G. Gordienko
2021	—	`conf`	Hybrid Classic-Quantum Neural Networks for Image Classification. IDAACS Yevhenii Trochun, Sergii G. Stirenko, Oleksandr Rokovyi, Oleg Alienin, Evgen Pavlov, Yuri G. Gordienko
2021	—	`conf`	Impact of Hybrid Neural Network Structure on Performance of Multiclass Classification. EUROCON Yevhenii Trochun, Evgen Pavlov, Sergii G. Stirenko, Yuri G. Gordienko
2021	—	`conf`	Improvement of Image Compression Performance by Deep Neural Networks. EUROCON Dmytro Vasylenko, Sergii G. Stirenko, Yuri G. Gordienko
2021	—	`conf`	Improvement of Image Super Resolution by Deep Neural Networks. EUROCON Andrii Prasolov, Sergii G. Stirenko, Yuri G. Gordienko
2021	—	`conf`	Provenance Detection System for Deep Learning Content in Healthcare. EUROCON Volodymyr Valko, Sergii G. Stirenko, Ihor Babarykin, Yuri G. Gordienko
2020	A	`conf`	Gamification Approach to the Creation of Virtual Laboratory Works and Educational Courses. ICST Bohdan Sus, Nataliia Tmienova, Ilona Revenchuk, Oleksandr S. Bauzha, Sergii G. Stirenko
2019	—	`conf`	Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung Diseases. ICONIP (4) Peng Gang, Wei Zeng, Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2019	J	`jnl`	Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions. CoRR Vlad Taran, Yuri G. Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2019	—	`conf`	Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises. SSCI Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2019	J	`jnl`	Prediction of Physical Load Level by Machine Learning Analysis of Heart Activity after Exercises. CoRR Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2018	J	`jnl`	Batch Size Influence on Performance of Graphic and Tensor Processing Units during Training and Inference Phases. CoRR Yuriy Kochura, Yuri G. Gordienko, Vlad Taran, Nikita Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2018	J	`jnl`	Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting. CoRR Nikita Gordienko, Yuriy Kochura, Vlad Taran, Peng Gang, Yuri G. Gordienko, Sergii G. Stirenko
2018	J	`jnl`	Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation. CoRR Sergii G. Stirenko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Peng Gang, Wei Zeng, Yuri G. Gordienko
2018	J	`jnl`	Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions. CoRR Yuri G. Gordienko, Sergii G. Stirenko, Yuriy Kochura, Oleg Alienin, Michail Novotarskiy, Nikita Gordienko
2018	J	`jnl`	Dimensionality Reduction in Deep Learning for Chest X-Ray Analysis of Lung Cancer. CoRR Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko, Peng Gang, Jiang Hui, Wei Zeng
2018	—	`conf`	Dimensionality reduction in deep learning for chest X-ray analysis of lung cancer. ICACI Peng Gang, Zhen Wang, Wei Zeng, Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2018	J	`jnl`	Gamification for Education of the Digitally Native Generation by Means of Virtual Reality, Augmented Reality, Machine Learning, and Brain-Computing Interfaces in Museums. CoRR Olga Barkova, Natalia Pysarevska, Oleg Alienin, Serhii Hamotskyi, Nikita Gordienko, Vladyslav Sarnatskyi, Vadym Ovcharenko, Mariia Tkachenko, Yuri G. Gordienko, Sergii G. Stirenko
2018	J	`jnl`	Impact of MQTT Based Sensor Network Architecture on Delivery Delay Time. CoRR Oleksandr Kovalchuk, Yuri G. Gordienko, Sergii G. Stirenko
2018	—	`conf`	Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti. ICONIP (5) Nikita Gordienko, Peng Gang, Yuri G. Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2018	J	`jnl`	Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti. CoRR Nikita Gordienko, Peng Gang, Yuri G. Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2018	—	`conf`	Parallel Statistical and Machine Learning Methods for Estimation of Physical Load. ICA3PP (1) Sergii G. Stirenko, Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleg Alienin, Oleksandr Rokovyi, Nikita Gordienko, Ivan Pavliuchenko, Anis Rojbi
2018	J	`jnl`	Parallel Statistical and Machine Learning Methods for Estimation of Physical Load. CoRR Sergii G. Stirenko, Peng Gang, Wei Zeng, Yuri G. Gordienko, Oleg Alienin, Oleksandr Rokovyi, Nikita Gordienko
2018	—	`conf`	Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images. CompSysTech Vlad Taran, Nikita Gordienko, Yuriy Kochura, Yuri G. Gordienko, Alexandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2018	J	`jnl`	Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images. CoRR Vlad Taran, Nikita Gordienko, Yuriy Kochura, Yuri G. Gordienko, Oleksandr Rokovyi, Oleg Alienin, Sergii G. Stirenko
2017	J	`jnl`	Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the Basis of Cloud-Fog-Dew Computing Paradigm. CoRR Yuri G. Gordienko, Sergii G. Stirenko, Oleg Alienin, Karolj Skala, Zorislav Soyat, Anis Rojbi, Jorge R. López Benito, E. Artetxe González, U. Lushchyk, Luka Sajn, A. Llorente Coto, Gert Jervan
2017	—	`conf`	Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the basis of Cloud-Fog-Dew computing paradigm. MIPRO Yuri G. Gordienko, Sergii G. Stirenko, Oleg Alienin, Karolj Skala, Zorislav Sojat, Anis Rojbi, Jorge R. López Benito, E. Artetxe González, U. Lushchyk, Luka Sajn, A. Llorente Coto, Gert Jervan
2017	C	`conf`	Automatized Generation of Alphabets of Symbols. FedCSIS Serhii Hamotskyi, Anis Rojbi, Sergii G. Stirenko, Yuri G. Gordienko
2017	J	`jnl`	Automatized Generation of Alphabets of Symbols. CoRR Serhii Hamotskyi, Anis Rojbi, Sergii G. Stirenko, Yuri G. Gordienko
2017	J	`jnl`	Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes. CoRR Yuriy Kochura, Sergii G. Stirenko, Anis Rojbi, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko
2017	J	`jnl`	Comparative Performance Analysis of Neural Networks Architectures on H2O Platform for Various Activation Functions. CoRR Yuriy Kochura, Sergii G. Stirenko, Yuri G. Gordienko
2017	—	`conf`	Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes. CSIT (1) Yuriy Kochura, Sergii G. Stirenko, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko
2017	J	`jnl`	Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer. CoRR Yuri G. Gordienko, Peng Gang, Jiang Hui, Wei Zeng, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko
2017	J	`jnl`	Generating and Estimating Nonverbal Alphabets for Situated and Multimodal Communications. CoRR Serhii Hamotskyi, Sergii G. Stirenko, Yuri G. Gordienko, Anis Rojbi
2017	J	`jnl`	Music Transcription by Deep Learning with Data and "Artificial Semantic" Augmentation. CoRR Vladyslav Sarnatskyi, Vadym Ovcharenko, Mariia Tkachenko, Sergii G. Stirenko, Yuri G. Gordienko, Anis Rojbi
2017	J	`jnl`	Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes. CoRR Yuriy Kochura, Sergii G. Stirenko, Oleg Alienin, Michail Novotarskiy, Yuri G. Gordienko
2017	J	`jnl`	Performance Evaluation of Distributed Computing Environments with Hadoop and Spark Frameworks. CoRR Vladyslav Taran, Oleg Alienin, Sergii G. Stirenko, Anis Rojbi, Yuri G. Gordienko
2017	J	`jnl`	User-driven Intelligent Interface on the Basis of Multimodal Augmented Reality and Brain-Computer Interaction for People with Functional Disabilities. CoRR Sergii G. Stirenko, Yuri G. Gordienko, T. Shemsedinov, Oleg Alienin, Yuriy Kochura, Nikita Gordienko, Anis Rojbi, Jorge R. López Benito, E. Artetxe González
2015	J	`jnl`	IMP Science Gateway: from the Portal to the Hub of Virtual Experimental Labs in e-Science and Multiscale Courses in e-Learning. Concurr. Comput. Pract. Exp. Yuri G. Gordienko, Lev Bekenov, Olexandra Baskova, Olexander Gatsenko, Elena Zasimchuk, Sergii G. Stirenko
2015	J	`jnl`	Science Gateway for Distributed Multiscale Course Management in e-Science and e-Learning - Use Case for Study and Investigation of Functionalized Nanomaterials. CoRR Yuri G. Gordienko, Sergii G. Stirenko, Olexander Gatsenko, Lev Bekenov
2015	—	`conf`	Science gateway for distributed multiscale course management in e-Science and e-Learning - Use case for study and investigation of functionalized nanomaterials. MIPRO Yuri G. Gordienko, Sergii G. Stirenko, Olexander Gatsenko, Lev Bekenov
2014	—	`conf`	IMP Science Gateway: From the Portal to the Hub of Virtual Experimental Labs in Materials Science. IWSG Yuri G. Gordienko, Lev Bekenev, Olexandra Baskova, Olexander Gatsenko, Elena Zasimchuk, Sergii G. Stirenko
2014	J	`jnl`	IMP Science Gateway: from the Portal to the Hub of Virtual Experimental Labs in Materials Science. CoRR Yuri G. Gordienko, Lev Bekenev, Olexandra Baskova, Olexander Gatsenko, Elena Zasimchuk, Sergii G. Stirenko
2012	—	`conf`	GRID-DL - Semantic GRID Information Service. OWLED Olexandr Pospishniy, Sergii G. Stirenko
2011	J	`jnl`	Grid-DL - Semantic Grid Information Service. Int. J. Comput. Olexandr Pospishniy, Sergii G. Stirenko
2011	—	`conf`	Integrated tools for molecular dynamics simulation data analysis in the MolDynGrid virtual laboratory. IDAACS (1) Oleksandr V. Savytskyi, Ievgen A. Sliusar, Semen O. Yesylevskyy, Sergii G. Stirenko, Alexander I. Kornelyuk
2011	—	`conf`	Using semantic technologies to improve grid resource management. IDAACS (1) Olexandr Pospishniy, Sergii G. Stirenko, Ashraf Abdel-Karim Helal Abu-Ein